Basic Statistics

Raw Counts

Name Value
Rows 227,000
Columns 43
Discrete columns 26
Continuous columns 17
All missing columns 0
Missing observations 0
Complete Rows 227,000
Total observations 9,761,000
Memory allocation 47.7 Mb

Percentages

Data Structure

Missing Data Profile

Univariate Distribution

Histogram

Bar Chart (by frequency)

Bar Chart (by loan_default)

QQ Plot

QQ Plot (by loan_default)

Correlation Analysis

Bivariate Distribution

Boxplot (by loan_default)

Scatterplot (by loan_default)